Tue.Feb 25, 2025

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Claude 3.7 Sonnet vs Grok 3: Which LLM is Better at Coding?

Analytics Vidhya

Since last June, Anthropic has ruled over the coding benchmarks with its Claude 3.5 Sonnet. Today with its latest Claude 3.7 Sonnet LLM, it’s here to shake the world of generative AI even more. Claude 3.7 Sonnet much like Grok 3, released a week ago – comes with advanced reasoning, mathematical, and coding abilities. Both […] The post Claude 3.7 Sonnet vs Grok 3: Which LLM is Better at Coding?

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Starbucks lays off over 1,000 jobs and slashes 30% of its menu

Dataconomy

Starbucks announced on Monday that it will lay off over 1,000 corporate workers and simplify its menu in a bid to turn around lagging sales. The restructuring aims to streamline operations as the coffee chain continues to face challenges. Starbucks to lay off over 1,000 workers and cut menu by 30% The company plans to cut about 30% of its menu, including several Frappuccino blended drinks, the Royal English Breakfast Latte, and White Hot Chocolate.

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Model Context Protocol (MCP): A Universal Connector for AI and Data

Analytics Vidhya

Weve all experienced the use of AI in our daily coding tasks. Many of us may have used Repl.it, an online code editor with built-in AI capabilities that help generate code and offer guidance. Likewise, tools like GitHub Copilot for VS Code enhance our coding workflow through simple extensions. And if youve ever tried Black […] The post Model Context Protocol (MCP): A Universal Connector for AI and Data appeared first on Analytics Vidhya.

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Imandra Inc. Updates Neurosymbolic AI Reasoning Engine

insideBIGDATA

AUSTIN, TX February 25, 2025 Imandra Inc., a neurosymbolic reasoning AI startup, today announced ImandraX, the latest release of its Imandra automated reasoning engine. The company said ImandraX marks an advancement in AI-driven logical reasoning, introducing powerful reasoning algorithms and architectural features for integration with AI agents.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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DeepSeek #OpenSourceWeek Day 2: Release of DeepEP

Analytics Vidhya

DeepSeek is here with its Day 2 of #OpenSourceWeek and today they introduced DeepEP – An open Source EP communication library for MOE model training and inference. Till now, I have been completely impressed by DeepSeek and their answer to the billion-dollar models of OpenAI, Meta and more. Now, they are open-sourcing the building blocks […] The post DeepSeek #OpenSourceWeek Day 2: Release of DeepEP appeared first on Analytics Vidhya.

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Framework’s first desktop is a strange—but unique—mini ITX gaming PC

Hacker News

The original Framework Laptops sales pitch was that it wanted to bring some of the modularity and repairability of the desktop PC ecosystem to a functional, thin-and-light laptop. For nearly half a decade, the company has made good on that promise with multiple motherboard upgrades and other tweaks for the original 13-inch Framework Laptop; with the Framework Laptop 16 and Laptop 12, the company has tried to bring the same ethos to gaming/workstation laptops and budget PCs for students.

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Hard problems that reduce to document ranking

Hacker News

There are two claims I’d like to make: LLMs can be used effectively1 for listwise document ranking. Some complex problems can (surprisingly) be solved by transforming them into document ranking problems. I’ve primarily explored both of these claims in the context of using patch diffing to locate N-day vulnerabilitiesa sufficiently domain-specific problem that can be solved using general purpose language models as comparators in document ranking algorithms.

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How Factory is turning AI into ‘a junior developer in a box’

Flipboard

Many things remain uncertain about AIs future impact on our lives. One that isnt in doubt is that more and more of the worlds software will be written, at least in part, by software. Already, 25% of Googles code is generated by AI, CEO Sundar Pichai said last October. By 2028, projects research firm Gartner, 75% of enterprise developers will use AI tools in their work.

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Claude 3.7 Sonnet vs Qwen 2.5 Coder: Which is Better for Coding Tasks?

Analytics Vidhya

Claude 3.7 Sonnet and Qwen 2.5 Coder 32B Instruct are leading AI models for programming and code generation. Qwen 2.5 stands out for its efficiency and clear coding style, while Claude 3.7 Sonnet shines in contextual understanding and adaptability. In this article, I will compare their generated code, focusing on syntax quality, structural coherence, and […] The post Claude 3.7 Sonnet vs Qwen 2.5 Coder: Which is Better for Coding Tasks?

Analytics 125
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AI companions: A new era of relationships or just a tech fad?

Dataconomy

Have you ever thought about trying to get an AI romantic partner ? Many people have already done so. But some people question whether they will be around forever or are just a temporary tech fad. Some people and organizations believe AI companions will permanently change relationships AI has had a tremendous impact on our daily lives. One survey from 2023 found that 56% of people use AI technology at least once a week.

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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30 Must-Know Tools for Python Development

KDnuggets

A structured overview of the essential tools developers can use across different aspects of Python development

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Orange Group data breach: Every step explained

Dataconomy

The Orange Group data breach has exposed sensitive customer and corporate data, affecting hundreds of thousands of individuals and employees. The breach was confirmed after a hacker leaked internal documents from Orange Romania, a subsidiary of the French telecommunications giant Orange Group. This attack, attributed to a threat actor named Rey , was carried out after Orange refused to pay a ransom demand.

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Generative AI for Data Scientists in 2025: Beyond Text Generation

KDnuggets

Directions to become "upgraded" data scientists prepared to fully leverage generative AI technologies in the year ahead.

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Google and Salesforce just signed a huge $2.5 billion AI deal

Dataconomy

Salesforce and Alphabet’s Google have signed a multi-billion dollar agreement to integrate their artificial intelligence and customer relationship management tools, valued at $2.5 billion over seven years. The deal aims to link Google Cloud’s infrastructure with Salesforce’s AI-powered Agentforce assistants, CRM software, and Data Cloud capabilities, benefiting joint business customers by enhancing interactions between Google Workspace and Salesforce’s CRM and AI solution

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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10 Essential Docker Commands for Data Engineering

KDnuggets

Tired of 'it works on my machine' problems? Learn the top 10 Docker commands every data engineer needs to build, deploy, and scale projects like a pro!

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AI-generated headshots: Are they worth it for your business?

Dataconomy

Headshot photographs can help many businesses stand out. However, they can be very expensive. This is one of the many reasons why more business owners are using AI-generated headshots instead. These programs help people create good headshots quickly. easily and affordably. AI headshot generators have already created over 12 million headshots for over 80,000 users.

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Survey: Less than Half of Telco Gen AI Projects Meet Goals, 80% Are Over Budget

insideBIGDATA

Global telcos are eager for generative AI solutions but are struggling to make them work, with only half of use cases meeting business goals, according to a new report from the consulting firm Altman Solon and Kyndryl. The report, which included.

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Cyberstalkers, scammers, and data leaks—Why you need privacy protection

Dataconomy

The internet has made it easier than ever to share information, but that convenience comes with risks. Cyber threats like identity theft, scams, and data breaches are on the rise, making privacy protection essential. Without the right safeguards, your personal information could be exposed, leading to financial fraud, reputational damage, or even harassment.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Derive generative AI powered insights from Alation Cloud Services using Amazon Q Business Custom Connector

AWS Machine Learning Blog

This blog post is co-written with Gene Arnold from Alation. To build a generative AI -based conversational application integrated with relevant data sources, an enterprise needs to invest time, money, and people. First, you would need build connectors to the data sources. Next you need to index this data to make it available for a Retrieval Augmented Generation (RAG) approach where relevant passages are delivered with high accuracy to a large language model (LLM).

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DISA data breach: Everything you need to know and steps to take

Dataconomy

The DISA data breach exposed the personal information of over 3.3 million individuals , making it one of the most significant security incidents in recent months. The breach, which was caused by an external hacking attack, has raised serious concerns about the security of employment screening servicesespecially those that handle sensitive personal and financial data.

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Enhancing Retail AI with RAG-Based Recommendations

insideBIGDATA

The retail industry needs more agile and adaptive recommendation systems. Retrieval-Augmented Generation (RAG) presents a promising solution. By combining the power of both information retrieval and generative AI, the RAG-based recommendation system.

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Words Matter: Are Language Barriers Driving Quiet Failures in AI

Towards AI

Author(s): Kris Naleszkiewicz Originally published on Towards AI. The AI revolution is upon us, transforming how we work, live, and interact with the world. Yup. We know. Weve all heard. The media loves to cover spectacular successes and failures. But what about the quiet failures? The stalled projects. The initiatives that never quite get off the ground.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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The battle against AI deception: How detection technology is evolving

Dataconomy

Avoiding AI detection has become a challenge for most because artificial intelligence has continued to evolve and learn new ways to detect deepfake technology. For those who are not aware AI detection is something that is occurring quite frequently online. The extent in which AI technology has started to trick the masses is through a variety of media forms including AI manipulated text, AI manipulated video, and AI manipulated photos that are often utilized in misinformation campaigns across all

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Agentic RAG: Mastering Document Retrieval with CrewAI, DeepSeek, and Streamlit

Towards AI

Last Updated on February 25, 2025 by Editorial Team Author(s): Vikram Bhat Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image generated using napkin.ai In my previous blog, I explored building a Retrieval-Augmented Generation (RAG) chatbot using DeepSeek and Ollama for privacy-focused document interactions on a local machine here.

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Revolutionizing Enterprise Data Analytics at ReaderLink: From SQL to AI-Powered Insights

databricks

In today's fast-paced business environment, the ability to quickly access and analyze data is crucial for maintaining a competitive edge. As North America's largest book.

SQL 207
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Optimizing Memory Usage with NumPy Arrays

KDnuggets

Learn how to effectively optimize memory usage using NumPy arrays in Python.

Python 200
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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Using Generative AI to Build Generative AI

O'Reilly Media

On April 24, OReilly Media will be hosting Coding with AI: The End of Software Development as We Know It a live virtual tech conference spotlighting how AI is already supercharging developers, boosting productivity, and providing real value to their organizations. If youre in the trenches building tomorrows development practices today and interested in speaking at the event, wed love to hear from you by March 5.

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BP to slash green investment and ramp up gas and oil

Hacker News

The energy giant will announce its strategy later after rivals also rowed back on green energy plans.

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Get coding help from Gemini Code Assist — now for free

Flipboard

Developers worldwide now get free AI-assisted coding help with the highest usage limits available, as well as code review assistance.

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OlmOCR: Open-source tool to extract plain text from PDFs

Hacker News

olmOCR is an open-source tool for converting PDFs to text with high accuracy, preserving reading order and supporting tables, equations, and handwriting.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.